Principles of Machine Learning: Python Edition

Graeme Malcolm, Steve Elston, Cynthia Rudin, Jonathan Sanito, Microsoft

Get hands-on experience building and deriving insights from machine learning models using Python and Azure Notebooks.

Machine learning uses computers to run predictive models that learn from existing data in order to forecast future behaviors, outcomes, and trends.

In this data science course, you will be given clear explanations of machine learning theory combined with practical scenarios and hands-on experience building, validating, and deploying machine learning models. You will learn how to build and derive insights from these models using Python, and Azure Notebooks.

edX offers financial assistance for learners who want to earn Verified Certificates but who may not be able to pay the fee. To apply for financial assistance, enroll in the course, then follow this link to complete an application for assistance.

What will you learn

After completing this course, you will be familiar with the following concepts and techniques:

  • Data exploration, preparation and cleaning
  • Supervised machine learning techniques
  • Unsupervised machine learning techniques
  • Model performance improvement

Сессии:
  • 1 октября 2019
Характеристики онлайн курса:
  • Бесплатный:
  • Платный:
  • Сертификат:
  • MOOC:
  • Видеолекции:
  • Аудиолекции:
  • Email-курс:
  • Язык: Английский Gb

Отзывы

Пока никто не написал отзыв по этому курсу. Хотите быть первым?

Зарегистрируйтесь, чтобы оставить отзыв

Show?id=n3eliycplgk&bids=695438
NVIDIA
Ещё курсы на эту тему:
Small-icon.hover Functional Programming Principles in Scala
Learn about functional programming, and how it can be effectively combined with...
Fcaea676-0280-4af8-a913-7192af58c643-90523dcf2ecd.small Essential Math for Machine Learning: Python Edition
Learn the essential mathematical foundations for machine learning and artificial...
Eba8e6b0-074d-4575-b6a6-4ade48b0a073-33d4f2f1e572.small Data Science Research Methods: Python Edition
Get hands-on experience with the science and research aspects of data science...
Fcaea676-0280-4af8-a913-7192af58c643-3fdc216a8021.small Essential Math for Machine Learning: Python Edition
Learn the essential mathematical foundations for machine learning and artificial...
Ещё из рубрики «Компьютерные науки»:
E3d2efb3-de37-4352-95a2-1d346ade45be-af8575f33756.small Cloud Computing Infrastructure
Learn how to design, configure, and manage a cloud computing infrastructure...
8fe1362d-caea-437e-b5c8-e04ee680c9a7-daf903c0c50d.small Cloud Computing for Enterprises
Understand cloud computing technologies and how they can increase business productivity...
Bcf46af9-f9f7-45e8-b189-7e3b8f09d7b5-aafc0b98667d.small Statistical Analysis in Bioinformatics
Learn basic R programming to analyze biological big data to locate genes, perform...
0594d6e9-dba9-40a3-8170-d9b07bb85a3c-7654bf2307b0.small Formal Software Verification
Learn software quality techniques beyond just running test cases. Want to gain...
7f3e3e83-66c3-4f57-b1e8-46c21cf0833e-f4996c46a81e.small 4G Network Essentials
Advance your telecom career by learning how 4G networks enable internet access...
Ещё от edX:
2f5692de-8f38-466c-b4fa-3e8fe42df639-7fa225befd20.small Improving Global Health: Focusing on Quality and Safety
An introduction to the emerging field of global healthcare quality. Improving...
F2c904f0-b0aa-42a4-8678-70421fbd34d7-cde5b7c23ad6.small Railway Engineering: An Integral Approach
Discover the science and complexity of railway systems, including how their...
6b25d0d1-484f-49b0-97e3-944a95087f2c-bbfa252b98a3.small Financial Decision Making
Learn how corporate leaders make effective decisions to maximize profitability...
E3d2efb3-de37-4352-95a2-1d346ade45be-af8575f33756.small Cloud Computing Infrastructure
Learn how to design, configure, and manage a cloud computing infrastructure...
8fe1362d-caea-437e-b5c8-e04ee680c9a7-daf903c0c50d.small Cloud Computing for Enterprises
Understand cloud computing technologies and how they can increase business productivity...

© 2013-2019